journal article Open Access Feb 01, 2026

A Network Analysis of Panic Disorder, Agoraphobia, and Generalized Anxiety Disorder in 463 Patients From a Psychiatric Hospital

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Abstract
ABSTRACT

Introduction:
Panic disorder, agoraphobia, and generalized anxiety disorder (GAD) frequently co‐occur and share overlapping symptoms, yet it remains unclear whether they reflect distinct or interconnected symptom systems. This study examined the network structure of these disorders using clinician‐administered diagnostic data.


Methods:
A total of 463 adults completed the Mini International Neuropsychiatric Interview (M.I.N.I.) conducted by trained clinicians. Eighteen items from the panic disorder, agoraphobia, and GAD modules were retained after a multistep selection procedure ensuring clinical relevance, endorsement variability, and nonredundancy. A binary Ising network was estimated using eLASSO with EBIC model selection. Network accuracy, stability, and edge differences were evaluated through nonparametric bootstrapping.


Results:
The estimated network revealed two well‐defined symptom clusters corresponding to (1) panic–agoraphobia and (2) GAD. Within the panic–agoraphobia cluster, physiological symptoms (e.g., palpitations, shortness of breath, sweating, dizziness) were tightly interconnected, and catastrophic cognitions (fear of dying, fear of losing control) were moderately linked to bodily sensations. Agoraphobia symptoms were strongly connected to each other but relatively peripheral to other panic symptoms. The GAD cluster was anchored by difficulty controlling worry, which emerged as the most central symptom and showed strong associations with restlessness, sleep disturbance, fatigue, and irritability. Notably, no direct edges were found between panic–agoraphobia and GAD symptoms, suggesting distinct anxiety systems.


Conclusion:
These findings indicate that fear‐based and worry‐based anxiety symptoms form separable yet clinically relevant structures. Focusing on core processes like excessive worry and interoceptive regulation could enhance the specificity of interventions and more effectively disrupt anxiety maintenance mechanisms.
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References
65
[2]
Barlow D. H. (2002)
[3]
Network analysis of depression and anxiety symptom relationships in a psychiatric sample

C. Beard, A. J. Millner, M. J. C. Forgeard et al.

Psychological Medicine 10.1017/s0033291716002300
[5]
Complex networks: Structure and dynamics

S BOCCALETTI, V LATORA, Y MORENO et al.

Physics Reports 10.1016/j.physrep.2005.10.009
[7]
A network theory of mental disorders

Denny Borsboom

World Psychiatry 10.1002/wps.20375
[9]
Network analysis: An overview for mental health research

Giovanni Briganti, Marco Scutari, Sacha Epskamp et al.

International Journal of Methods in Psychiatric Re... 10.1002/mpr.2034
[12]
Transdiagnostic approaches to mental health problems: Current status and future directions.

Tim Dalgleish, Melissa Black, David Johnston et al.

Journal of Consulting and Clinical Psychology 10.1037/ccp0000482
[15]
A tutorial on regularized partial correlation networks.

Sacha Epskamp, Eiko I. Fried

Psychological Methods 10.1037/met0000167
[16]
qgraph: Network Visualizations of Relationships in Psychometric Data

Sacha Epskamp, Angélique O. J. Cramer, Lourens J. Waldorp et al.

Journal of Statistical Software 10.18637/jss.v048.i04
[20]
Graph drawing by force‐directed placement

Thomas M. J. Fruchterman, Edward M. Reingold

Software: Practice and Experience 10.1002/spe.4380211102
[26]
Holt R. L. "Management of Treatment‐Resistant Panic Disorder" Psychiatry (2007)
[27]
Jones P. (2017)
[28]
Jones P.2024. “Networktools: Tools for Identifying Important Nodes in Networks.” R package Version 1.5.2.https://CRAN.R‐project.org/package=networktools.
[29]
Lifetime Prevalence and Age-of-Onset Distributions of DSM-IV Disorders in the National Comorbidity Survey Replication

Ronald C. Kessler, Patricia Berglund, OLGA DEMLER et al.

Archives of General Psychiatry 10.1001/archpsyc.62.6.593
[35]
Locke A. B. "Diagnosis and Management of Generalized Anxiety Disorder and Panic Disorder in Adults" American Family Physician (2015)
[37]
Margraf J. andS.Schneider.1995. “Psychological Treatment of Panic: What Works in the Long Run.” In World Congress of Behavioural and Cognitive Therapies Copenhagen.
[46]
Does centrality in a cross-sectional network suggest intervention targets for social anxiety disorder?

Thomas L. Rodebaugh, Natasha A. Tonge, Marilyn L. Piccirillo et al.

Journal of Consulting and Clinical Psychology 10.1037/ccp0000336
[47]
Measuring bias in self-reported data

Robert Rosenman, Vidhura Tennekoon, Laura G. Hill

International Journal of Behavioural and Healthcar... 10.1504/ijbhr.2011.043414
[50]
Sheehan D. V. "The Mini‐International Neuropsychiatric Interview (M.I.N.I.): The Development and Validation of a Structured Diagnostic Psychiatric Interview for DSM‐IV and ICD‐10" Journal of Clinical Psychiatry (1998)

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Published
Feb 01, 2026
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16(2)
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Cite This Article
Emanuela Pizzolla, Juan Martin Tecco, Moritz Bruno Petzold, et al. (2026). A Network Analysis of Panic Disorder, Agoraphobia, and Generalized Anxiety Disorder in 463 Patients From a Psychiatric Hospital. Brain and Behavior, 16(2). https://doi.org/10.1002/brb3.71241
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